Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9566631 | 0.6996446 | 0.9919361 | 0.9767558 |
| bt | 0.9360780 | 0.7755828 | 0.9831358 | 0.9233504 |
| maxnet | 0.6457205 | 0.9871045 | 0.7939895 | 0.4422608 |
| gam | NA | 0.9203392 | NA | NA |
| glm | NA | 0.8189265 | NA | NA |
Variable Importance